Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 59.7 | |||||||||||||||
CLM4 | [-] | 49.8 | 49.7 | 0.00 | 50.2 | 75.3 | 2.01 | 7.35 | 0.503 | 0.72 | 0.53 | 0.91 | 1.0 | 0.83 | 0.75 | ||
CLM4.5 | [-] | 50.3 | 50.2 | 0.00 | 50.2 | 75.3 | 2.52 | 7.50 | 0.503 | 0.70 | 0.53 | 0.91 | 1.0 | 0.83 | 0.75 | ||
CLM5 | [-] | 48.9 | 48.9 | 0.00 | 50.2 | 75.3 | 1.23 | 7.04 | 0.478 | 0.75 | 0.53 | 0.92 | 0.99 | 0.85 | 0.76 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 75.7 | |||||||||||||||
CLM4 | [-] | 86.5 | 86.5 | 0.00 | 74.8 | 83.1 | 11.7 | 18.1 | 1.70 | 0.21 | 0.16 | 0.76 | 0.89 | 0.34 | 0.42 | ||
CLM4.5 | [-] | 87.0 | 87.0 | 0.00 | 74.8 | 83.1 | 12.3 | 18.2 | 1.34 | 0.20 | 0.17 | 0.83 | 0.87 | 0.36 | 0.43 | ||
CLM5 | [-] | 85.4 | 85.4 | 0.00 | 74.8 | 83.1 | 10.7 | 17.5 | 2.29 | 0.25 | 0.16 | 0.65 | 0.93 | 0.34 | 0.41 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 78.2 | |||||||||||||||
CLM4 | [-] | 87.4 | 87.4 | 0.00 | 75.8 | 83.7 | 12.3 | 17.3 | 2.15 | 0.16 | 0.17 | 0.68 | 1.0 | 0.45 | 0.44 | ||
CLM4.5 | [-] | 87.9 | 87.9 | 0.00 | 75.8 | 83.7 | 12.8 | 17.4 | 2.16 | 0.15 | 0.18 | 0.68 | 1.0 | 0.48 | 0.44 | ||
CLM5 | [-] | 86.4 | 86.4 | 0.00 | 75.8 | 83.7 | 11.3 | 16.6 | 2.25 | 0.19 | 0.17 | 0.66 | 1.0 | 0.46 | 0.44 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 73.8 | |||||||||||||||
CLM4 | [-] | 68.4 | 68.3 | 0.00 | 68.2 | 78.0 | 1.76 | 9.48 | 1.65 | 0.51 | 0.35 | 0.75 | 0.99 | 0.71 | 0.61 | ||
CLM4.5 | [-] | 68.5 | 68.4 | 0.00 | 68.2 | 78.0 | 2.03 | 9.53 | 1.65 | 0.48 | 0.36 | 0.75 | 1.0 | 0.71 | 0.61 | ||
CLM5 | [-] | 67.2 | 67.1 | 0.00 | 68.2 | 78.0 | 0.506 | 9.51 | 1.65 | 0.51 | 0.34 | 0.75 | 0.99 | 0.71 | 0.61 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 59.9 | |||||||||||||||
CLM4 | [-] | 63.0 | 62.9 | 0.00 | 58.3 | 73.7 | 5.35 | 16.8 | 1.84 | 0.50 | 0.32 | 0.70 | 0.96 | 0.56 | 0.56 | ||
CLM4.5 | [-] | 63.1 | 63.1 | 0.00 | 58.3 | 73.7 | 5.53 | 16.5 | 1.89 | 0.50 | 0.33 | 0.70 | 0.96 | 0.56 | 0.56 | ||
CLM5 | [-] | 61.8 | 61.8 | 0.00 | 58.3 | 73.7 | 4.18 | 16.4 | 1.97 | 0.53 | 0.32 | 0.68 | 0.97 | 0.56 | 0.56 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 81.8 | |||||||||||||||
CLM4 | [-] | 88.1 | 88.1 | 0.00 | 84.5 | 80.4 | 2.44 | 5.37 | 1.54 | 0.47 | 0.27 | 0.78 | 1.0 | 0.67 | 0.57 | ||
CLM4.5 | [-] | 87.1 | 87.2 | 0.00 | 84.5 | 80.4 | 1.92 | 5.08 | 1.54 | 0.51 | 0.29 | 0.78 | 0.99 | 0.69 | 0.59 | ||
CLM5 | [-] | 85.1 | 85.1 | 0.00 | 84.5 | 80.4 | -0.499 | 5.14 | 1.42 | 0.60 | 0.24 | 0.80 | 1.0 | 0.61 | 0.58 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 77.0 | |||||||||||||||
CLM4 | [-] | 78.2 | 78.4 | 0.00 | 76.1 | 79.2 | 2.24 | 9.36 | 0.903 | 0.60 | 0.31 | 0.87 | 0.83 | 0.58 | 0.58 | ||
CLM4.5 | [-] | 78.7 | 79.0 | 0.00 | 76.1 | 79.2 | 2.77 | 9.36 | 0.902 | 0.58 | 0.32 | 0.88 | 0.82 | 0.60 | 0.59 | ||
CLM5 | [-] | 76.4 | 76.7 | 0.00 | 76.1 | 79.2 | 0.492 | 9.42 | 0.896 | 0.61 | 0.30 | 0.88 | 0.80 | 0.57 | 0.58 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 74.9 | |||||||||||||||
CLM4 | [-] | 71.2 | 71.2 | 0.00 | 65.3 | 79.6 | 6.95 | 14.5 | 1.49 | 0.39 | 0.31 | 0.77 | 0.94 | 0.60 | 0.55 | ||
CLM4.5 | [-] | 71.2 | 71.2 | 0.00 | 65.3 | 79.6 | 7.00 | 14.4 | 1.49 | 0.38 | 0.31 | 0.77 | 0.94 | 0.61 | 0.56 | ||
CLM5 | [-] | 69.5 | 69.5 | 0.00 | 65.3 | 79.6 | 5.43 | 14.1 | 1.53 | 0.41 | 0.30 | 0.76 | 0.95 | 0.59 | 0.55 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 44.2 | |||||||||||||||
CLM4 | [-] | 43.4 | 43.8 | 0.00 | 40.3 | 72.7 | 5.55 | 11.9 | 0.521 | 0.53 | 0.43 | 0.89 | 0.93 | 0.62 | 0.64 | ||
CLM4.5 | [-] | 44.1 | 44.4 | 0.00 | 40.3 | 72.7 | 6.21 | 11.9 | 0.534 | 0.53 | 0.44 | 0.89 | 0.93 | 0.63 | 0.64 | ||
CLM5 | [-] | 43.3 | 43.6 | 0.00 | 40.3 | 72.7 | 5.49 | 11.8 | 0.525 | 0.52 | 0.44 | 0.90 | 0.91 | 0.64 | 0.64 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 56.6 | |||||||||||||||
CLM4 | [-] | 53.5 | 52.4 | 0.00 | 52.2 | 80.0 | 0.916 | 12.6 | 0.970 | 0.59 | 0.46 | 0.84 | 0.95 | 0.72 | 0.67 | ||
CLM4.5 | [-] | 53.1 | 52.1 | 0.00 | 52.2 | 80.0 | 0.649 | 12.7 | 0.979 | 0.57 | 0.47 | 0.84 | 0.93 | 0.73 | 0.67 | ||
CLM5 | [-] | 51.6 | 50.6 | 0.00 | 52.2 | 80.0 | -0.865 | 12.7 | 0.949 | 0.58 | 0.46 | 0.84 | 0.93 | 0.70 | 0.66 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 82.9 | |||||||||||||||
CLM4 | [-] | 83.9 | 84.0 | 0.00 | 84.0 | 80.1 | 0.225 | 7.69 | 1.44 | 0.53 | 0.33 | 0.79 | 0.93 | 0.66 | 0.60 | ||
CLM4.5 | [-] | 83.2 | 83.3 | 0.00 | 84.0 | 80.1 | -0.276 | 7.59 | 1.44 | 0.51 | 0.35 | 0.79 | 0.93 | 0.68 | 0.60 | ||
CLM5 | [-] | 81.5 | 81.7 | 0.00 | 84.0 | 80.1 | -1.99 | 8.29 | 1.47 | 0.50 | 0.32 | 0.78 | 0.91 | 0.64 | 0.58 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 73.9 | |||||||||||||||
CLM4 | [-] | 70.7 | 70.7 | 0.00 | 70.5 | 78.8 | 1.57 | 11.0 | 1.01 | 0.55 | 0.40 | 0.86 | 0.89 | 0.68 | 0.63 | ||
CLM4.5 | [-] | 70.1 | 70.0 | 0.00 | 70.5 | 78.8 | 1.07 | 10.7 | 1.01 | 0.54 | 0.41 | 0.86 | 0.89 | 0.70 | 0.64 | ||
CLM5 | [-] | 68.0 | 67.9 | 0.00 | 70.5 | 78.8 | -1.05 | 10.8 | 0.957 | 0.58 | 0.39 | 0.87 | 0.91 | 0.66 | 0.63 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 69.0 | |||||||||||||||
CLM4 | [-] | 63.9 | 64.1 | 0.00 | 65.7 | 77.8 | -0.791 | 12.0 | 1.22 | 0.53 | 0.39 | 0.83 | 0.95 | 0.69 | 0.63 | ||
CLM4.5 | [-] | 63.0 | 63.2 | 0.00 | 65.7 | 77.8 | -1.51 | 12.0 | 1.18 | 0.52 | 0.39 | 0.84 | 0.93 | 0.69 | 0.63 | ||
CLM5 | [-] | 62.0 | 62.2 | 0.00 | 65.7 | 77.8 | -2.57 | 12.5 | 1.18 | 0.53 | 0.39 | 0.83 | 0.92 | 0.68 | 0.62 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 76.9 | |||||||||||||||
CLM4 | [-] | 74.8 | 75.0 | 0.00 | 74.2 | 80.1 | 0.912 | 12.2 | 1.24 | 0.47 | 0.30 | 0.84 | 1.0 | 0.60 | 0.58 | ||
CLM4.5 | [-] | 74.4 | 74.5 | 0.00 | 74.2 | 80.1 | 0.560 | 11.9 | 1.24 | 0.46 | 0.31 | 0.84 | 1.0 | 0.61 | 0.59 | ||
CLM5 | [-] | 72.7 | 72.8 | 0.00 | 74.2 | 80.1 | -1.16 | 12.6 | 1.23 | 0.44 | 0.29 | 0.84 | 0.99 | 0.57 | 0.57 |
Download Data |
Period Mean (original grids) [%] |
Model Period Mean (intersection) [%] |
Model Period Mean (complement) [%] |
Benchmark Period Mean (intersection) [%] |
Benchmark Period Mean (complement) [%] |
Bias [%] |
RMSE [%] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 64.5 | |||||||||||||||
CLM4 | [-] | 73.1 | 73.1 | 0.00 | 62.3 | 78.0 | 11.0 | 14.8 | 1.52 | 0.29 | 0.33 | 0.77 | 0.99 | 0.66 | 0.56 | ||
CLM4.5 | [-] | 73.4 | 73.4 | 0.00 | 62.3 | 78.0 | 11.3 | 15.0 | 1.63 | 0.28 | 0.33 | 0.75 | 0.99 | 0.65 | 0.55 | ||
CLM5 | [-] | 71.3 | 71.3 | 0.00 | 62.3 | 78.0 | 9.15 | 13.9 | 1.83 | 0.36 | 0.31 | 0.72 | 0.98 | 0.63 | 0.55 |
_NCProperties: version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.17
creation_date: Wed Dec 2 12:03:21 PST 2015
Conventions: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question
source_file: This product is generated from monthly ERA interim observations
title: derived ERA interim
Approach: I read the monthly 2m dewpoint temperature and 2m surface air temperature from original file, and calculated 2m relative humidity using the way by John Dutton (Ceaseless Wind, John Dutton. McGraw-Hill, 1976. pp 273-274). The final data were saved by each month and each year.
Temporal resolution: monthly
General information: This product was derived from ERA interim Dataset (1979-present).
Spatial resolution: 0.5x0.5, 1x1 and 2.5x2.5 degree
Derived data code: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-rhums-ERA-interim.ncl